← AI Shelf Index
ChatGPT · the sources behind the shelf
Who writes the AI shelf
Before ChatGPT names a product, it reads. These are the 60 sites it reads most.
We recorded every source ChatGPT cited across 18 shopping categories — 293,240 citations in all — and ranked the domains behind them. It is not brands writing this shelf. It is editors: best-of lists, buying guides, and a few forum threads.
- Sources ranked
- 60
- Citations counted
- 293,240
- Editorial
- 54
- Retailer / community
- 6
The most-cited sources
Ranked by how often ChatGPT cited each domain when building a shopping answer. Breadth is how many of the 18 categories it turned up in.
- 1 nbcnews.com Editorial 10,715 · 15/18 cats
- 2 reddit.com Community 10,205 · 18/18 cats
- 3 healthline.com Editorial 7,777 · 16/18 cats
- 4 goodhousekeeping.com Editorial 7,217 · 18/18 cats
- 5 allure.com Editorial 6,978 · 12/18 cats
- 6 chewy.com Retailer 6,567 · 1/18 cats
- 7 consumerreports.org Editorial 4,859 · 14/18 cats
- 8 forbes.com Editorial 4,275 · 18/18 cats
- 9 verywellfit.com Editorial 4,079 · 5/18 cats
- 10 glamour.com Editorial 4,044 · 13/18 cats
- 11 foodnetwork.com Editorial 3,842 · 4/18 cats
- 12 petmd.com Editorial 3,771 · 1/18 cats
- 13 aad.org Editorial 3,322 · 8/18 cats
- 14 wired.com Editorial 2,997 · 10/18 cats
- 15 health.com Editorial 2,793 · 10/18 cats
- 16 petco.com Editorial 2,757 · 1/18 cats
- 17 whowhatwear.com Editorial 2,484 · 11/18 cats
- 18 walmart.com Retailer 2,438 · 17/18 cats
- 19 marieclaire.com Editorial 1,998 · 11/18 cats
- 20 drugs.com Editorial 1,902 · 2/18 cats
- 21 vetstreet.com Editorial 1,860 · 1/18 cats
- 22 vogue.com Editorial 1,803 · 15/18 cats
- 23 prevention.com Editorial 1,778 · 14/18 cats
- 24 consumerlab.com Editorial 1,606 · 5/18 cats
- 25 petsmart.com Editorial 1,606 · 1/18 cats
- 26 health.clevelandclinic.org Editorial 1,550 · 12/18 cats
- 27 bonappetit.com Editorial 1,500 · 7/18 cats
- 28 pickmyclone.com Editorial 1,460 · 1/18 cats
- 29 target.com Retailer 1,460 · 18/18 cats
- 30 medicalnewstoday.com Editorial 1,391 · 12/18 cats
- 31 realsimple.com Editorial 1,386 · 11/18 cats
- 32 parade.com Editorial 1,383 · 12/18 cats
- 33 thesprucepets.com Editorial 1,368 · 1/18 cats
- 34 betterpet.com Editorial 1,354 · 1/18 cats
- 35 getevident.co Editorial 1,344 · 5/18 cats
- 36 menshealth.com Editorial 1,278 · 7/18 cats
- 37 harpersbazaar.com Editorial 1,237 · 11/18 cats
- 38 dogster.com Editorial 1,228 · 2/18 cats
- 39 ulta.com Retailer 1,201 · 12/18 cats
- 40 mayoclinic.org Editorial 1,198 · 9/18 cats
- 41 womenshealthmag.com Editorial 1,121 · 14/18 cats
- 42 shape.com Editorial 1,104 · 7/18 cats
- 43 scienceinsights.org Editorial 1,091 · 11/18 cats
- 44 fortune.com Editorial 1,085 · 3/18 cats
- 45 elle.com Editorial 1,054 · 12/18 cats
- 46 verywellhealth.com Editorial 1,054 · 12/18 cats
- 47 wheysearch.com Editorial 1,040 · 2/18 cats
- 48 cherrypicksreviews.com Editorial 1,004 · 15/18 cats
- 49 cosmopolitan.com Editorial 969 · 10/18 cats
- 50 innerbody.com Editorial 965 · 4/18 cats
- 51 oldpupcare.com Editorial 951 · 1/18 cats
- 52 pmc.ncbi.nlm.nih.gov Editorial 949 · 10/18 cats
- 53 goodrx.com Editorial 947 · 12/18 cats
- 54 pawxiety.com Editorial 926 · 1/18 cats
- 55 wellwhisk.com Editorial 917 · 13/18 cats
- 56 vitadognutrition.com Editorial 889 · 1/18 cats
- 57 newbeauty.com Editorial 866 · 13/18 cats
- 58 pubmed.ncbi.nlm.nih.gov Editorial 865 · 11/18 cats
- 59 sephora.com Retailer 848 · 9/18 cats
- 60 ada.org Editorial 838 · 1/18 cats
Which of these writes about your category?
We map the exact sites ChatGPT reads before it recommends anything in your space — who to pitch, who already mentions you, and where the gaps are.
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